Items related to Spikes: Exploring the Neural Code (Computational Neuroscienc...

Spikes: Exploring the Neural Code (Computational Neuroscience) - Softcover

  • 4.28 out of 5 stars
    65 ratings by Goodreads
 
9780262681087: Spikes: Exploring the Neural Code (Computational Neuroscience)

Synopsis

What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by "real" nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory.

Our perception of the world is driven by input from the sensory nerves. This input arrives encoded as sequences of identical spikes. Much of neural computation involves processing these spike trains. What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons.The authors invite the reader to play the role of a hypothetical observer inside the brain who makes decisions based on the incoming spike trains. Rather than asking how a neuron responds to a given stimulus, the authors ask how the brain could make inferences about an unknown stimulus from a given neural response. The flavor of some problems faced by the organism is captured by analyzing the way in which the observer can make a running reconstruction of the sensory stimulus as it evolves in time. These ideas are illustrated by examples from experiments on several biological systems.

Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by "real" nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory. A quantitative framework is used to pose precise questions about the structure of the neural code. These questions in turn influence both the design and analysis of experiments on sensory neurons.

"synopsis" may belong to another edition of this title.

About the Author

Fred Rieke is Assistant Professor in the Department of Physiology and Biophysics, University of Washington. David Warland is Research Associate in the Department of Molecular and Cellular Biology, Harvard University. Rob de Ruyter van Steveninck is Research Scientist, William Bialek a Senior Research Scientist, both at the NEC Research Institute.

Review

Spikes is a masterful account of a methodology that has become essential for anyone studying how neuronal spiking patterns encode information. New results and techniques are clearly and insightfully presented and placed within the historical context of earlier work. Both this book and the techniques described in it are likely to become classics in the field.

L. F. abbott, Volan Center for Complex Systems, Brandeis University

Spikes is an ode to the single spike, where it points to, what information it carries and how reliable it is. It is quite pleasing to see innovative concepts from the sixties and seventies mature and being integrated into a powerful method to quantify nervous system action. The various digressions and inside physicist's puns makes this book a joy to read. Mandatory for neuroscientists not afraid of a quantitative approach and wanting to replace hand waving with numbers.

Jos J. Eggermont, Alberta Heritage Medical Scientist; Professor, Department of Psychology, The University of Calgary

Spikes is a joy to read and flows smoothly even in technical sections. The field of computational neuroscience desperately needs a book as well-written and thought out as this one.

Joseph Atick, rockefeller University; Editor in Chief, Network: Computation In Neural Systems

Every now and again there is a book that is written with equal respect for the English language, the reader, and its subject matter. Spikes: Exploring the Neural Code is a pleasure. It deals with a fundamental issue in neuroscience―how information about the world is represented in sensory spike trains―how information about the world is represented in sensory spike trains―and does so with clarity for the neuroscientist and rigor for the computational community. This book should become a classic in computational neuroscience.

Eve Marder, Victor and Gwendolyn Beinfield Professor of Neuroscience, Volen Center and Department of Biology, Brandeis University

Spikes opens a valuable dialog about how neural codes are used as well as formed. It is wonderful to see such careful attention to the implications of individual spikes, both as elements of neural codes and as signals in their own right that have to be 'read out' to create perceptions. This is an excellent book that covers an important aspect of neuroscience and biophysics―how the spike responses of neurons might be used to reconstruct information about the environment as well as organized to represent the stimulus. This is an exciting and rigorous book that explains with clarity and detail how widely-accepted neurophysiological results from several different sensory systems indicate that single spikes must count, and that response-rates and neuronal maps do not exhaust the properties needed to explain perception.

James A. Simmons, Professor, Department of Neuroscience, Division of Biology and Medicine, Brown University

This monograph by Bialek and his group is a milestone in the analysis of the quantitative relationship between the firing of nerve cells (in the brain) and the amount of information they transmit. Drawing upon a wealth of physiological experiments, it makes the point that individual action potentials can convey one or more bits of information about the stimulus, permanently changing our attitude about the brain as a fuzzy computational soup that can only act via activity in an incountable number of neurons. This book will become a classic.

Christof Koch, Professor of Computation and Neural Systems, California Institute of Technology

Spikes is a really wonderful book. The particular theory about how the brain works that informs the presentation, and thus determines how neural coding is to be described, is clearly thought through and the arguments are attractively and intelligently presented.

Charles F. Stevens, The Salk Institute

"About this title" may belong to another edition of this title.

  • PublisherBradford Books
  • Publication date1999
  • ISBN 10 0262681080
  • ISBN 13 9780262681087
  • BindingPaperback
  • LanguageEnglish
  • Number of pages416
  • Rating
    • 4.28 out of 5 stars
      65 ratings by Goodreads

Buy Used

Condition: Good
Supports Goodwill of Silicon Valley... View this item

Shipping: US$ 3.99
Within U.S.A.

Destination, rates & speeds

Add to basket

Other Popular Editions of the Same Title

9780262181747: Spikes: Exploring the Neural Code (Computational Neuroscience)

Featured Edition

ISBN 10:  0262181746 ISBN 13:  9780262181747
Publisher: Bradford Books, 1996
Hardcover

Search results for Spikes: Exploring the Neural Code (Computational Neuroscienc...

Seller Image

Rieke, Fred; Warland, David; De Ruyter Van Steveninck, Rob; Bialek, William
Published by Bradford Books, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Softcover

Seller: Goodwill of Silicon Valley, SAN JOSE, CA, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: good. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Good condition! Any other included accessories are also in Good condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear. Seller Inventory # GWSVV.0262681080.G

Contact seller

Buy Used

US$ 63.41
Convert currency
Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred; Warland, David; De Ruyter Van Steveninck, Rob; Bialek, William
Published by Bradford Books, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Softcover

Seller: Book Deals, Tucson, AZ, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Fair. Acceptable/Fair condition. Book is worn, but the pages are complete, and the text is legible. Has wear to binding and pages, may be ex-library. 1.45. Seller Inventory # 353-0262681080-acp

Contact seller

Buy Used

US$ 107.36
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred
Published by MIT Press, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Softcover

Seller: Anybook.com, Lincoln, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,750grams, ISBN:9780262681087. Seller Inventory # 5953926

Contact seller

Buy Used

US$ 91.99
Convert currency
Shipping: US$ 15.38
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred
Published by MIT Press, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Softcover

Seller: Anybook.com, Lincoln, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In fair condition, suitable as a study copy. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,750grams, ISBN:9780262681087. Seller Inventory # 9798770

Contact seller

Buy Used

US$ 100.44
Convert currency
Shipping: US$ 31.84
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred
Published by Bradford Books, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Paperback

Seller: Grumpys Fine Books, Tijeras, NM, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Paperback. Condition: very good. little wear and tear. Seller Inventory # Grumpy0262681080

Contact seller

Buy Used

US$ 182.12
Convert currency
Shipping: US$ 4.25
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Fred (University of Washington) Rieke, David (UC Davis) Warland, Rob de Ruyter van (Indiana University) Steveninck, William (Princeton University) Bialek
Published by MIT Press Ltd, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used Softcover

Seller: Buchpark, Trebbin, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Sehr gut. Zustand: Sehr gut - Gepflegter, sauberer Zustand. Aus der Auflösung einer renommierten Bibliothek. Kann Stempel beinhalten. | Seiten: 414 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 1504939/202

Contact seller

Buy Used

US$ 140.74
Convert currency
Shipping: US$ 48.93
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred, Warland, David, De Ruyter Van Steveninck, Rob,
Published by Bradford Books, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
Used paperback

Seller: dsmbooks, Liverpool, United Kingdom

Seller rating 3 out of 5 stars 3-star rating, Learn more about seller ratings

paperback. Condition: Good. Good. book. Seller Inventory # D8S0-3-M-0262681080-4

Contact seller

Buy Used

US$ 180.03
Convert currency
Shipping: US$ 32.36
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Rieke, Fred
Published by Bradford Books, 1999
ISBN 10: 0262681080 ISBN 13: 9780262681087
New Paperback

Seller: Toscana Books, AUSTIN, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Seller Inventory # Scanned0262681080

Contact seller

Buy New

US$ 353.23
Convert currency
Shipping: US$ 4.30
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket